HMM: Hybrid Motion Model for Multiple Object Tracking

MOT17-01-DPM


Benchmark:

MOT17 | MOT15 |

Short name:

HMM

Detector:

Public

Description:

Reference:

Last submitted:

January 23, 2022 (8 months ago)

Published:

November 27, 2020 at 06:40:21 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

3.6Ghz, 8 Core

Runtime:

19.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1762.065.751.9824 (35.0)646 (27.4)25,628187,16366.893.653.950.358.677.454.275.981.51.41,457 (0.0)6,029 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM47.857.746.3811673,29049.097.957.837.260.679.438.577.080.20.11049
MOT17-01-FRCNN47.357.846.08102403,15251.193.255.838.062.176.540.473.780.40.5756
MOT17-01-SDP47.457.445.59103433,04252.890.953.438.960.174.941.972.080.00.81064
MOT17-03-DPM72.569.755.076163,51725,06476.195.853.457.057.178.561.076.881.12.31781,033
MOT17-03-FRCNN71.571.455.771172,62427,04474.296.755.656.258.979.759.677.881.31.71241,012
MOT17-03-SDP77.576.959.690143,71119,69681.295.858.660.863.278.065.176.880.72.51421,156
MOT17-06-DPM55.661.049.582751,0894,06765.587.650.149.262.166.655.173.783.30.973178
MOT17-06-FRCNN58.262.450.890621,3493,49070.486.050.451.562.566.058.971.982.91.185228
MOT17-06-SDP56.461.549.2105561,7293,31071.983.147.751.160.165.160.069.482.81.4101214
MOT17-07-DPM54.854.644.615138276,73260.192.543.646.347.575.949.776.482.41.774202
MOT17-07-FRCNN55.257.144.91698896,61760.892.043.746.847.775.650.476.282.11.870217
MOT17-07-SDP56.957.846.22081,0366,16663.591.244.948.249.275.152.375.281.92.178222
MOT17-08-DPM34.347.140.4173725013,58535.796.856.129.258.884.230.081.584.00.434120
MOT17-08-FRCNN31.643.038.4173737814,04533.594.954.527.257.782.028.179.783.90.635125
MOT17-08-SDP34.547.440.6183442313,36236.794.855.829.658.983.330.779.383.30.748138
MOT17-12-DPM58.066.754.030293263,29162.094.359.349.465.176.952.780.184.50.42184
MOT17-12-FRCNN52.061.350.525344443,69757.391.856.145.762.874.049.278.784.80.52173
MOT17-12-SDP57.565.653.830294423,22162.892.558.749.665.675.753.478.784.40.52486
MOT17-14-DPM46.157.542.430531,0078,86452.090.546.638.851.171.941.972.980.81.389211
MOT17-14-FRCNN42.255.141.531472,4548,12556.080.844.838.949.670.845.064.980.03.3108262
MOT17-14-SDP46.456.042.636452,4837,30360.581.844.041.649.269.948.365.379.83.3125299

Raw data: